Fed policymakers hiked in September against inflation that supplies about 4 points of the 6%-plus nominal growth now outrunning a 5.16% 10-year yield. With the $2 trillion deficit adding about 5% a year to the debt, a slowdown that leaves yields near 5% would push the debt ratio up.
Reality
- Evidence50
- Adoption
- Insufficient
- Hype gap+15
- Incentives35
- Confidence45
The July figures OpenAI showed to win a computing deal describe a build that costs more while taking less cash out of the company, because partners are financing it. The obligations sit on their accounts.
Reality
- Evidence45
- Adoption55
- Hype gap+35
- Incentives72
- Confidence55
Peter Oppenheimer's new note argues that AI capex and government deficits are bidding for the same savings. His figures are issuance forecasts; Apollo's Torsten Slok is reading the same story in bond spreads that already trade wider.
Reality
- Evidence62
- Adoption58
- Hype gap+15
- Incentives70
- Confidence58
Enterprise software was bought on Monday morning while the QQQ fell 2%, a four-point spread inside technology that arrives with two ServiceNow target raises already published before Dario Amodei's weekend essay.
Reality
- Evidence40
- Adoption55
- Hype gap+35
- Incentives62
- Confidence45
Jessica Wachter asked how fast hyperscaler earnings must grow to justify nearly $1.1 trillion of spending through 2027. Her answer is a 2.7x productivity gain by 2030. Anyone forecasting an AI budget now has a number to test.
Reality
- Evidence55
- Adoption62
- Hype gap+12
- Incentives25
- Confidence58
Alphabet's cloud backlog reached $514 billion, about 5.2 years of revenue at the current run rate. More than half is expected to convert inside 24 months, an average of $32.1 billion a quarter against $24.8 billion today.
Reality
- Evidence32
- Adoption45
- Hype gap+30
- Incentives68
- Confidence34
Chey Tae-won told an Ulsan audience that AI has to generate its own profits and reinvest them. The Bank of Korea puts the five largest tech firms' first-half bond issuance at 51.3% of their capital spending.
Reality
- Evidence45
- Adoption35
- Hype gap+20
- Incentives70
- Confidence40
The 80% workload figure came from a technician rather than from Meta, and the arm that would deliver it still cannot match human speed, which makes this a pilot worth pricing rather than a substitution worth modelling.
Reality
- Evidence38
- Adoption20
- Hype gap+34
- Incentives68
- Confidence45
Project OT scoped cutting some teams by as much as 60 per cent and handing their work to AI agents. Meta executed a single 10 per cent layoff instead, after internal data showed the agents were not delivering the hoped-for productivity gains.
Reality
- Evidence76
- Adoption54
- Hype gap+28
- Incentives62
- Confidence70
Bank of America puts the AI buildout's external funding need at $1.2 trillion through 2030, and Nvidia's August partnerships with Apollo, BlackRock, KKR and three others target more than $500 billion of it.
Reality
- Evidence30
- Adoption35
- Hype gap+35
- Incentives60
- Confidence30
The trillion dollars SpaceX shed by mid-July came off a $2.7 trillion aftermarket peak, and against the $1.8 trillion price the deal was struck at the low was about $400 billion, with the shares now 5 per cent under the offer.
Reality
- Evidence30
- Adoption20
- Hype gap+58
- Incentives65
- Confidence33
Bloomberg says the model would stream worlds at about 20 frames a second with 50 milliseconds of latency. That is one frame of headroom, and every minute a Pico user spends inside one is compute somebody has to pay for.
Reality
- Evidence30
- Adoption18
- Hype gap+22
- Incentives60
- Confidence48
Reuters says the Treasury Secretary will head the first AI-safety-only talks of Trump's second term, days before the September 24 summit in Washington, which tells you which ledger compute standards are now on.
Reality
- Evidence32
- Adoption20
- Hype gap+35
- Incentives55
- Confidence33
AWS supplied $6.4bn of the group's $8.3bn increase in quarterly operating income. Over the same twelve months, Amazon's net capital spending reached $169bn, the same figure as AWS's annualized revenue.
Publishers:ir.aboutamazon.com
Reality
- Evidence66
- Adoption55
- Hype gap+22
- Incentives85
- Confidence68
The exits and the transfers landed together: a capital budget of $125bn to $145bn is being staffed off the existing payroll. The Project OT documents show how much further leadership was prepared to go.
Reality
- Evidence22
- Adoption38
- Hype gap+30
- Incentives65
- Confidence25
Fast Company puts Meta's 2026 capital plan at $130bn to $145bn and Zuckerberg's superintelligence manifesto at 6,537 words. For anyone routing traffic across model vendors, that pairing makes Meta the hardest row in the table to forecast.
Reality
- Evidence55
- Adoption22
- Hype gap+45
- Incentives68
- Confidence45
Profit grew nearly a third in fiscal 2026 and the shares are worth less than a year ago. What the market marked down was the capital spending, not the results.
Reality
- Evidence55
- Adoption72
- Hype gap+8
- Incentives58
- Confidence52
Cook's restraint on AI spending reads as discipline in the returns and as arrears in the capex tables. Ternus has to pick a reading, and shareholders fund whichever one he picks.
Reality
- Evidence52
- Adoption34
- Hype gap+14
- Incentives62
- Confidence55
The share sale was oversubscribed by sovereign funds one day before Wan3.0 shipped. The June quarter shows what the compute is costing, and who is paying for it.
Reality
- Evidence36
- Adoption28
- Hype gap+22
- Incentives68
- Confidence42
Oxford Economics has US corporate AI spending up 40% and the euro area up 12% by end-2027. Compound both and the divergence is under four points a year. The BIS warning is about four companies.
Reality
- Evidence52
- Adoption64
- Hype gap+34
- Incentives56
- Confidence58